E-learning, M-learning and D-learning: Conceptual definition and comparative analysis

S Kumar Basak, M Wotto… - E-learning and Digital …, 2018 - journals.sagepub.com
In the 21st century, the information and communication technology explosion increases the
uses of digital devices for many purposes in the world of work and in formal and non-formal …

Knowledge-based recommendation: a review of ontology-based recommender systems for e-learning

JK Tarus, Z Niu, G Mustafa - Artificial intelligence review, 2018 - Springer
Recommender systems in e-learning domain play an important role in assisting the learners
to find useful and relevant learning materials that meet their learning needs. Personalized …

The role of collaboration, computer use, learning environments, and supporting strategies in CSCL: A meta-analysis

J Chen, M Wang, PA Kirschner… - Review of Educational …, 2018 - journals.sagepub.com
This meta-analysis synthesizes research findings on the effects of computer-supported
collaborative learning (CSCL) based on its three main elements:(1) the collaboration per …

A survey of recommender systems with multi-objective optimization

Y Zheng, DX Wang - Neurocomputing, 2022 - Elsevier
Recommender systems have been widely applied to several domains and applications to
assist decision making by recommending items tailored to user preferences. One of the …

MoodleREC: A recommendation system for creating courses using the moodle e-learning platform

C De Medio, C Limongelli, F Sciarrone… - Computers in Human …, 2020 - Elsevier
The field of education has never been indifferent to the new technologies, and eventually to
the Internet. Technology-Enhanced Learning, progressively, has grown to be the area for …

A comprehensive survey of knowledge graph-based recommender systems: Technologies, development, and contributions

J Chicaiza, P Valdiviezo-Diaz - Information, 2021 - mdpi.com
In recent years, the use of recommender systems has become popular on the web. To
improve recommendation performance, usage, and scalability, the research has evolved by …

A systematic literature review on educational recommender systems for teaching and learning: research trends, limitations and opportunities

FL da Silva, BK Slodkowski, KKA da Silva… - Education and …, 2023 - Springer
Recommender systems have become one of the main tools for personalized content filtering
in the educational domain. Those who support teaching and learning activities, particularly …

Translating learning into numbers: A generic framework for learning analytics

W Greller, H Drachsler - Journal of Educational Technology & Society, 2012 - JSTOR
With the increase in available educational data, it is expected that Learning Analytics will
become a powerful means to inform and support learners, teachers and their institutions in …

A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern mining

JK Tarus, Z Niu, A Yousif - Future Generation Computer Systems, 2017 - Elsevier
In recent years, there has been significant growth in the use of online learning resources by
learners. However, due to information overload, many learners are experiencing difficulties …

Context-aware recommender systems for learning: a survey and future challenges

K Verbert, N Manouselis, X Ochoa… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Recommender systems have been researched extensively by the Technology Enhanced
Learning (TEL) community during the last decade. By identifying suitable resources from a …